Ulisses M. Braga-Neto

2 papers · 2018–2019 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer 📈 Trend Setter

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Mahdi Imani (2) Seyede Fatemeh Ghoreishi (2) Douglas Allaire (1)

Research topics

Machine Learning (2) Bayesian & Probabilistic (2) Optimization & Theory (2) Mathematics & Optimization (1) Reinforcement Learning (1) Core Methods (1) Learning Types (1) Methods (1) Optimization (1)

Keywords

reinforcement learning (1) temporal difference learning (1) parameter estimation (1) markov chain monte carlo (1) markov decision process (1) gaussian process (1) sequential monte carlo (1) parameter inference (1) bayesian decision making (1) particle filter (1) mcmc sampling (1) bayesian optimization (1) state space model (1) multi-fidelity optimization (1)

Papers

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019 Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments NeurIPS 2018